Structured interleaving/de-interleaving scheme for product code encoders/decoders

ABSTRACT

A structured interleaving/de-interleaving scheme enables efficient implementation of encoding/decoding based on two-dimensional product codes (2D PC). In one embodiment, an encoder has an integrated architecture that performs structured interleaving and PC coding in an integrated manner in which locations in the interleaved data stream are related to row and column indices for the 2D PC coding based on closed-form expressions. A corresponding decoder implements two-stage low-density parity-check (LDPC) decoding based on the same relationships between locations in the interleaved data stream and row and column indices for the LDPC decoding.

BACKGROUND OF THE INVENTION

1. Field of the Invention

The present invention relates to encoding and decoding of data incommunication systems, and, more particularly, to encoders and decodersthat implement both a product-code data encoding scheme and a datainterleaving scheme.

2. Description of the Related Art

Many digital transmission systems commonly employ techniques fordetection of digital data represented by a sequence of symbols. Thesymbol bits are transferred as a signal through a transmission (i.e.,communication) channel in which noise is typically added to thetransmitted signal. For example, magnetic recording systems first encodedata into symbol bits that are recorded on a magnetic medium. Writingdata to, storing data in, and reading data from the magnetic medium maybe considered to take place via a transmission channel that has anassociated frequency response. Similarly, each of wired, optical,wireless, and cellular communication systems also transfers encoded datathrough a channel, which encoded data is then detected and decoded by areceiver. The signal may be read from the channel as a sampled signal(i.e., a sequence of sample values) representing the transmitted encodeddata. For processing convenience, the encoding and decoding process isapplied to blocks of data, each block representing a portion of theoriginal data sequence.

In order to accurately transmit and recover an original data sequence,some communication systems rely on both a data encoding scheme and adata interleaving scheme. In general, a data encoding scheme combineserror detection/correction data with the original data sequence togenerate an encoded data stream, where the error detection/correctiondata is derived from the original data sequence and enables a receiverof the encoded data stream to detect and possibly correct one or moredata errors (e.g., bit errors) that occur during the transmission and/orreception of the encoded data stream.

A data interleaving scheme rearranges the order of the data in atransmitted stream such that, after de-interleaving is performed at thereceiver, sequences of consecutive data errors (e.g., resulting frombursty noise in the transmission channel or sample timing errors at thereceiver) are distributed (i.e., spread out such that they are no longerconsecutive) in the de-interleaved stream. Distributing the errorsincreases the chances that the receiver will be able to successfullydetect and possibly correct all of the data errors using the errordetection/correction data encoded into the transmitted stream.

One known type of data encoding scheme is based on product-code (PC)encoding. In two-dimensional PC encoding, N original data bits arearranged in an (n row×m column) rectangular matrix, where N=nm. Each ofthe n rows in the matrix represents an m-element data vector in onedimension of the 2D product code, and each of the m columns in thematrix represents an n-element data vector in the other dimension of the2D product code. A check-code operation (e.g., based on Galois field 2(GF(2)) addition, multiplication, or other linear operation) is thenindependently applied to each row data vector to generate a codeword rowcontaining the row's original m data bits and one or more row-wiseparity bits for that row. The same or another check-code operation isalso independently applied to each original column data vector togenerate a codeword column containing the column's original n data bitsand one or more column-wise parity bits for that column.

In general, a receiver of the PC-encoded data can use the codeword rowsand columns to perform some level of error detection and possibly evenerror correction for the received data. When single-bit parity checkcodes are employed on a per dimension basis, product codes typicallyexhibit optimum performance with respect to coding gain when correctingfor single one-bit errors. In that case, only single, one-bit errors maybe detected and corrected because of parity-check cancellation arisingfrom an even number of errors occurring in a row or column andparity-check positional ambiguities associated with multiple one-biterrors.

The ability of a receiver to detect and possibly correct consecutivetransmission/reception errors (i.e., burst errors) is increased when thedata encoding scheme, such as a PC-encoding scheme, is implemented witha data interleaving scheme that distributes such errors in thede-interleaved stream. In general, an interleaving scheme may berepresented by a mapping that maps each location of data in theun-interleaved (i.e., before interleaving) data stream to acorresponding location of data in the interleaved data stream. There aretwo basic types of interleaving schemes: structured interleaving andrandom interleaving.

In structured interleaving, the mapping can be represented by aclosed-form mathematical expression whose input is one or more numbersthat represent the un-interleaved location and whose output is one ormore numbers that represent the corresponding interleaved location. Assuch, a structured interleaver for a transmitter can be designed toimplement the closed-form mathematical expression to generate theinterleaved location for each un-interleaved location. If theclosed-form mathematical expression can be inverted, then a structuredde-interleaver for a receiver can be designed to implement one or moreinverted, closed-form mathematical expressions to generate thede-interleaved location for each interleaved location.

For purposes of this specification, a closed-form mathematicalexpression may be defined as an mathematical equation having one or morevariables, where evaluation of the mathematical equation generates anumerical output value when the one or more variables are replaced by acorresponding set of one or more numerical input values. A closed-formmathematical expression may be said to be invertible, if there is aunique output value for each different set of input values and one ormore closed-form mathematical expressions can be derived to map each ofthose different output values to its corresponding one or more inputvalues.

In random interleaving, there is no closed-form mathematical expressionfor either the mapping from un-interleaved locations to interleavedlocations or the mapping from interleaved locations to de-interleavedlocations. In that case, random interleavers/de-interleavers are oftenimplemented using look-up tables (LUTs) that explicitly relate eachinput location to its corresponding output location.

A conventional transmitter that implements both PC-encoding andinterleaving is typically designed with a PC encoder that generates ablock of PC-encoded data for each block of original data and a separateinterleaver that maps each block of PC-encoded data into a stream ofinterleaved, PC-encoded data. Similarly, a corresponding receiver istypically designed with a de-interleaver that maps the stream ofreceived, interleaved, PC-encoded data into blocks of de-interleaved,PC-encoded data and a separate PC decoder that generates a block ofrecovered data for each block of de-interleaved, PC-encoded data.

SUMMARY OF THE INVENTION

Embodiments of the present invention are based on a structuredinterleaving scheme that enables an encoder to be designed with anintegrated architecture that combines product-code (PC) encoding withthe structured interleaving to generate codewords for transmission overtransmission channels. The structured interleaving scheme enablesefficient decoding and de-interleaving of the resulting receivedcodewords.

In one embodiment, the present invention is a method and apparatus forencoding and interleaving data. A set of L² original data values isreceived in an original sequence. Structured interleaving andtwo-dimensional product coding are applied to the set of L² originaldata values to generate a codeword having the L² original data values, Lrow parity values, and L column parity values, wherein (1) the L²original data values correspond to an (L×L) original block of data, (2)each row parity value corresponds to an application of a row parityoperation to a different row of the original block, (3) each columnparity value corresponds to an application of a column parity operationto a different column of the original block, and (4) the codewordcomprises the L² original data values in the original sequence andinterleaved with the L² original data values.

In another embodiment, the present invention is a bitstream generatedusing the above method.

In yet another embodiment, the present invention is a method andapparatus for decoding a codeword generated by encoding and interleavinga set of L² original data values having an original sequence. Thecodeword is received having L² original data values, L row parityvalues, and L column parity values. Low-density parity-check decoding isapplied to the codeword to generate a decoded codeword, wherein (1) theL² original data values correspond to an (L×L) original block of data,(2) each row parity value corresponds to an application of a row parityoperation to a different row of the original block, (3) each columnparity value corresponds to an application of a column parity operationto a different column of the original block, and (4) the codewordcomprises the L² original data values in the original sequence andinterleaved with the L² original data values.

BRIEF DESCRIPTION OF THE DRAWINGS

Other aspects, features, and advantages of the present invention willbecome more fully apparent from the following detailed description, theappended claims, and the accompanying drawings in which like referencenumerals identify similar or identical elements.

FIG. 1 illustrates an exemplary application of a structured interleavingscheme of the present invention in the context of a (3×3) square blockof nine original data bits b1-b9;

FIG. 2 shows Table I, which shows the relationship between interleavedbit locations and un-interleaved matrix locations for the exemplaryapplication of FIG. 1;

FIG. 3 shows a combined encoder/interleaver, according to one embodimentof the present invention;

FIG. 4 shows a block diagram of (at least a portion of) a receiver,according to one embodiment of the present invention; and

FIG. 5 shows a block diagram of the low-density parity-check (LDPC)decoder of FIG. 4, according to one embodiment of the present invention.

DETAILED DESCRIPTION

Encoding/Interleaving Scheme

According to one embodiment of the present invention, an original databitstream is divided into subsets of L² original data bits, where eachsubset is treated as an (L×L) block of original data bits. Atwo-dimensional product code (2D PC) is applied to each (L×L) block togenerate a parity bit for each of the L columns and each of the L rowsof the block, such that the corresponding set of encoded data has L²+2Lbits. In addition to the 2D PC, a structured interleaving scheme isapplied to interleave the encoded data.

In one possible implementation of the present invention, the structuredinterleaving scheme is defined by the following relationships.

Formula (1) identifies the interleaved locations for the original dataand parity bits corresponding to each row n of the original (L×L) block,as follows:n+m*(L+1), for m={0, . . . L}.   (1)

Formulas (2a) and (2b) identify the interleaved locations for theoriginal data and parity bits corresponding to each column m of theoriginal (L×L) block, as follows:m+n*L for n={0, . . . , m},   (2a)m+1+(n+1)*L for n={m+1, . . . , L}.   (2b)

Formula (3) identifies the interleaved locations for the row paritybits, as follows:(L+1)+L*m for m={1, . . . , L}  (3)

Formula (4) identifies the interleaved locations for the column paritybits, as follows:(L+1)*n for n={1, . . . , L}  (4)

For example, for a (3×3) block of original data bits (i.e., L=3),Formula (1) identifies the following interleaved locations for each rown, as follows: Row Interleaved Locations (for m = {0, . . . , L}) n = 11, 5, 9, 13 n = 2 2, 6, 10, 14 n = 3 3, 7, 11, 15

Formula (2) identifies the following interleaved locations for eachcolumn m, as follows: Column Interleaved Locations (for n = {0, . . . ,L}) m = 1 1, 4, 11, 14 m = 2 2, 5, 8, 15 m = 3 3, 6, 9, 12

Formula (3) identifies 7, 10, and 13 as the interleaved locations forthe row parity bits, and Formula (4) identifies 4, 8, and 12 as theinterleaved locations for the column parity bits.

The values generated using Formulas (1)-(4) can be used to populate an((L+1)×(L+1)) block of encoded data. For example, we can see fromFormulas (1) and (2) that Interleaved Location 1 falls in Row 1 andColumn 1, while Interleaved Location 5 falls in Row 1 and Column 2. Inaddition, we can see from Formulas (1) and (3) that Interleaved Location7 is the row parity bit for Row 3.

FIG. 1 a shows the interleaved locations from 0 to 15 for the 16 bits ofa (4×4) block of encoded data generated using Formulas (1)-(4) for thecase of L=3, where the 9 original data bits correspond to Columns 1-3and Rows 1-3, the 3 row parity bits are in Column 0, the 3 column paritybits are in Row 0, and the (0,0) location is not used (i.e., InterleavedLocation 0).

According to FIG. 1 a, Interleaved Locations 1-3 correspond to originaldata bits, Interleaved Location 4 corresponds to a column parity bit,Interleaved Locations 5-6 correspond to original data bits, InterleavedLocation 7 corresponds to a row parity bit, and so on.

FIG. 1 b shows a (4×4) block of encoded data corresponding to the 9original data bits (b1-b9) and corresponding 6 parity bits (p1-p6),where the (0,0) bit is not used. As shown in FIG. 1 a, the 9 originaldata bits are stored in columns 1-3 and rows 1-3, while parity bitsp1-p3 are the 3 column parity bits and parity bits p4-p6 are the 3 rowparity bits. Note that the 9 original data bits are arranged in adiagonal pattern.

According to one possible implementation, a particular checksumoperation is used to select the value of each parity bit such thatapplication of the modulo-2 function to the sum of the bits in eachcodeword row and column results in 0, where the modulo-2 function (Y mod2) returns the remainder resulting from application of integer divisionto the integer value Y by the integer value 2. Thus, (Y mod 2) equals 0for all even integer values of Y and 1 for all odd integer values of Y.Using this checksum operation, the 6 parity bits (p1-p6) are generatedto satisfy Equations (5)-(10), as follows:(p1+b1+b8+b7) mod 2=0   (5)(p2+b4+b2+b9) mod 2=0   (6)(p3+b6+b5+b3) mod 2=0   (7)(p4+b1+b4+b6) mod 2=0   (8)(p5+b8+b2+b5) mod 2=0   (9)(p6+b7+b9+b3) mod 2=0   (10)

The interleaved locations shown in FIG. 1 a dictate the sequence used totransmit the encoded data to FIG. 1 b. In particular, ignoring the (0,0)bit, the 15 bits of encoded data are transmitted in the following order(from left to right):(b1, b2, b3, p1, b4, b5, p6, p2, b6, p5, b7, p3, p4, b8, b9).

Formulas (1)-(4) can be inverted to generate the closed-formmathematical expressions of Equations (11) and (12), which map theinterleaved bit location S to the corresponding row index n and columnindex m of FIG. 1 a, respectively, as follows:n=mod (S, L+1)   (11)m=mod (mod (S, L+1)+floor (S, L+1)), L+1),   (12)where the “floor” function returns the integer result of applyinginteger division between two values. Table I of FIG. 3 shows the row andcolumn indices generated by applying Equations (11) and (12) to thesixteen interleaved bit locations S={0, . . . , 15} of FIG. 1 a. Table Ialso shows the corresponding bit in FIG. 1 b for each interleaved bitlocation S. Note that, since the (0,0) bit is not used, no data needs tobe transmitted for Interleaved Location 0.

As indicated in both FIG. 1 and Table I, the 6 parity bits (p1-p6) fallin Row 0 and Column 0 and only parity bits fall in either Row 0 orColumn 0. Thus, whenever Equations (11) and (12) generate a row orcolumn index of zero, the corresponding bit is a parity bit.Furthermore, Formulas (13) and (14) provide closed-form mathematicalexpressions that identify the interleaved bit locations of the row andcolumn parity bits, respectively, as follows:S(row)=(L+1)*m, m={1, . . . , L}  (13)S(column)=(L+1)+L*n, n={1, . . . , L}  (14)For the current example of L=3, S(row)={4, 8, 12} and S(column)=(7, 10,13), which is consistent with FIG. 1 and Table I.

Although Expressions (1)-(14) have been described for an exemplary (3×3)block of original data and its corresponding (4×4) PC-encoded matrix,these expressions can be applied to any (L×L) block of original data andits corresponding (L+1)×(L+1) PC-encoded matrix.

Combined Encoder/Interleaver

FIG. 3 shows a combined encoder/interleaver 300 according to oneembodiment of the present invention. Encoder/interleaver 300 performsboth PC encoding and structured interleaving to convert each set of L²original data bits 302 into an output codeword 324 having the L²original data bits interleaved with 2L parity bits.

In particular, for every sequence 302 of L² original data bits,bitstream padder 304 inserts 2L zero-valued padding bits at appropriatelocations in the incoming bitstream, e.g., based on Formulas (13) and(14), to generate a sequence 306 of (L²+2L) padded bits. The 2L paddingbits will eventually be replaced by appropriate parity-bit values in theoutput codeword. For the L=3 example of FIG. 1 a, the sequence of paddedbits generated by padder 304 is (starting from the left):(b1, b2, b3, 0, b4, b5, 0, 0, b6, 0, b7, 0, 0, b8, b9),where the (0,0) bit N of FIG. 1 a is ignored. Note that the 9 originaldata bits appear in the padded sequence in their original sequence, withthe padding bits interleaved at appropriate locations. Each bit in thepadded sequence is sequentially applied to (1×L) row demultiplexer(demux) 314, (1×L) column demux 316, and output register 318.

Synchronous with the output from padder 304, counter 308 generatescounter values from S=1 to S=L²+2L and provides the current countervalue S to row encoding logic 310 and column encoding logic 312. Thecurrent counter value S corresponds to an interleaved bit location inoutput register 318.

Row encoding logic 310 applies Equation (11) to the current countervalue S to generate the corresponding row index n, which is applied asthe control signal to row demux 314. Row demux 314 passes the currentpadded bit to the particular row XOR gate 320 indicated by the row indexn from row encoding logic 310. Each row XOR gate 320 performs thechecksum operation for the corresponding row, where each row XOR gateoutput is initialized to 0 for each new set of data. For the ith XORgate 320, after all L+1 padded bits of row i have been processed, theXOR gate output represents the value of the corresponding parity bit(P_row_i).

Similarly, column encoding logic 312 applies Equation (12) to thecurrent counter value S to generate the corresponding column index m,which is applied as the control signal to column demux 316. Column demux316 passes the current padded bit to the particular column XOR gate 322indicated by the column index m from column encoding logic 312. Eachcolumn XOR gate 322 performs the checksum operation for thecorresponding row, where each column XOR gate output is initialized to 0for each new set of data. For the jth XOR gate 322, after all L+1 paddedbits of column j have been processed, the XOR gate output represents thevalue of the corresponding parity bit (P_col_j).

For the (L=3) example of FIG. 1, P_col_(—)1 is parity bit p1, P_col_(—)2is parity bit p2, P_col_(—)3 is parity bit p3, P_row_(—)1 is parity bitp4, P_row_(—)2 is parity bit p5, and P_row_(—)3 is parity bit p6. Asshown in FIG. 3, the outputs from the row and column XOR gates 320 and322 are input to appropriate locations in output register 318,overwriting the zero-valued padding bits with the correspondinggenerated parity-bit values. For this particular implementation, theoutputs from the XOR gates are “hard-wired” to the appropriate locationsin output register 318, although other implementations are possible.After all (L²+2L) padded bits from padder 304 have been processed,output register 318 will contain the corresponding output codeword,which is then read out from register 318 for further processing.

Note that encoder/interleaver 300 can be modified into a pipelinedarchitecture having two output registers, where pipelined processing canbe provided by alternating between the two output registers, such thatone register is being populated with the current codeword, while thepreviously generated codeword is being read out from the other register.The combined encoding/interleaving scheme can also be implemented indifferent rate architectures, such as full-rate or half-ratearchitectures.

Receiver

In one possible implementation, encoder/interleaver 300 of FIG. 3 ispart of a transmitter that transmits the encoded data generated byencoder/interleaver 300 through a transmission channel to a receiverthat processes the received signal to recover (ideally) the originaldata 302 applied to encoder/interleaver 300. The sequence in which each(L²+2L)-bit codeword is transmitted is the same as the sequence of theinterleaved data dictated by Formulas (1)-(4) and represented in FIG. 1for the case of L=3.

FIG. 4 shows a block diagram of (at least a portion of) a receiver 400,according to one embodiment of the present invention. Receiver 400includes analog front end (AFE) circuitry 404, analog-to-digitalconverter (ADC) 406, soft-output Virterbi algorithm (SOVA) block 408,low-density parity-check (LDPC) decoder 410, hard detector 412, andbitstream de-interleaver 414.

Receiver 400 receives, from a transmission channel, an analog signal 402corresponding to the encoded/interleaved data generated byencoder/interleaver 300 of FIG. 3. AFE circuitry 404 and ADC 406 processand digitize this received analog signal to generate multi-level digitaldata, where each multi-bit value corresponds to a different bit ofencoded/interleaved data generated by encoder/interleaver 300. Thus,each set of (L²+2L) multi-bit values generated by ADC 406 corresponds toa different (L²+2L)-bit codeword generated by encoder/interleaver 300.

For each set of (L²+2L) multi-bit values received from ADC 406, SOVAblock 408 performs a conventional soft-output Viterbi algorithm togenerate (L²+2L) multi-bit SOVA values for input to LDPC decoder 410,which performs a low-density parity-check algorithm to generate (L²+2L)soft values. Depending on the particular implementation, the soft datafrom LDPC decoder 410 may be fed back to SOVA block 408 for one or morepasses through SOVA block 408 and LDPC decoder 410 to improve thereliability of the data.

Eventually, the soft data from LDPC decoder 410 is applied to harddetector 412, which converts the (L²+2L) soft values into thecorresponding (L²+2L) hard (i.e., 1-bit) values, L² of which correspondto original data bits and 2L of which correspond to parity bits. In oneimplementation, hard detector 412 generates a hard bit value of 1 foreach positive value received from LDPC decoder 410 and a hard bit valueof 0 for each negative value received from LDPC decoder 410.

These (L²+2L) decoded bits are applied to bitstream de-interleaver 414,which removes the 2L parity bits from the interleaved bitstream toprovide L² data bits of a de-interleaved, decoded bitstream 416 for anysubsequent, downstream processing (not shown). In one possibleimplementation, like bitstream padder 304 of FIG. 3, de-interleaver 414uses Formulas (13) and (14) to identify the locations of the 2L paritybits in the interleaved bitstream.

LDPC Decoder

FIG. 5 shows a block diagram of LDPC decoder 410 of FIG. 4, according toone embodiment of the present invention. Decoder 410 processes the SOVAdata generated by SOVA block 408 of FIG. 4 using the parity data tocorrect possible bit errors in the transmitted data. Decoder 410 has atwo-stage, pipelined architecture, where each set of (L²+2L) soft bitsis processed first by the first stage labeled “Codeword i+1” and then bythe second stage labeled “Codeword i.” While the first stage isprocessing the soft bits of the (i+1)^(st) codeword, the second stage isprocessing the soft bits of the i^(th) codeword.

Each soft bit in input stream 502 is applied to (1×L) row demux 504,(1×L) column demux 506, and soft bit register 508. Counter 510 issynchronized with input stream 502 and sequentially generates countervalues S from 1 to (L²+2L) for each set of soft bits in input stream502.

Counter value S is applied to row encoding logic 512, which appliesEquation (11) to the current counter value S to generate thecorresponding row index n, which is applied as the control signal to rowdemux 504. In the first stage of decoder 410, row demux 504 passes thecurrent soft bit to the particular row decoder 514 indicated by the rowindex n from row encoding logic 512. Each row decoder 514 performsconventional min-sum parity decoding for the corresponding row togenerate (L+1) unsigned, decoded values for that row, according toEquation (15) as follows: $\begin{matrix}{{{LLR}_{j}^{new} = {\prod\limits_{i \neq j}\quad{{{sgn}( {LLR}_{i}^{old} )} \cdot {\min_{i \neq j}{{LLR}_{i}^{old}}}}}},} & (15)\end{matrix}$where LLR is the log-likelihood ratio for the corresponding SOVA value,the function “sgn” returns the sign of the applied value, the function“min” returns the minimum of the applied values, and the column indicesi and j range from 0 to L for the corresponding row.

The output of each row decoder 514 is applied to the corresponding inputport of (L×1) row mux 516, which selects, based on the delayed row indexn from delay 518, the value at its corresponding input to output to XORnode 520. Delay 518 delays the row index n from row encoding logic 512based on the processing time of decoders 514. XOR node 520 applies anXOR operation to the unsigned output from mux 516 and the sign bit ofthe corresponding soft bit in register 508 to generate a signed, decodedvalue that is applied to summation node 522, which adds the signed,decoded value from XOR node 520 to the corresponding soft bit inregister 508. The resulting summation value is applied to column demux524 and the sign bit of that summation value is applied to sign-bitregister 526.

Similarly, counter value S is applied to column encoding logic 528,which applies Equation (12) to the current counter value S to generatethe corresponding column index m, which is applied as the control signalto column demux 506. In the first stage of decoder 410, column demux 506passes the current soft bit to the particular column decoder 530indicated by the column index m from column encoding logic 528.Analogous to row decoders 514, each column decoder 530 performsconventional min-sum parity decoding for the corresponding column togenerate (L+1) unsigned, decoded values for that column, according toEquation (15), in this case, i and j are row indices that range from 0to L for the corresponding column.

The output of each column decoder 530 is applied to the correspondinginput port of (L×1) column mux 532, which selects, based on the delayedcolumn index m from delay 534, the value at its corresponding input tooutput to XOR node 536. Like delay 518, delay 534 delays the columnindex m from column encoding logic 528 based on the processing time ofdecoders 530. XOR node 536 applies an XOR operation to the unsignedoutput from mux 532 and the sign bit of the corresponding soft bit inregister 508 to generate a signed, decoded value that is applied tosummation node 538, which adds the signed, decoded value from XOR node536 to the corresponding soft bit in register 508. The resultingsummation value is applied to row demux 540 and the sign bit of thatsummation value is applied to sign-bit register 542.

The architecture and processing of the second stage of decoder 410 isanalogous to that of the first stage, where delayed versions of the rowindex n are applied to row demux 540 and row mux 544 and delayedversions of the column index m are applied to column demux 524 andcolumn mux 546. Row decoders 548 and column decoders 550 are analogousto row decoders 514 and column decoders 530, respectively. Note that thesign bits from register 526 are applied to the outputs from row mux 544at XOR node 552, while the sign bits from register 542 are applied tothe outputs from column mux 546 at XOR node 554.

Summation node 556 sums the outputs from XOR nodes 552 and 554 with thesoft bits stored in register 558 to generate signed data that can beapplied to either SOVA block 408 or hard detector 412.

The present invention may be implemented as circuit-based processes,including possible implementation as a single integrated circuit (suchas an ASIC or an FPGA), a multi-chip module, a single card, or amulti-card circuit pack. As would be apparent to one skilled in the art,various functions of circuit elements may also be implemented asprocessing steps in a software program. Such software may be employedin, for example, a digital signal processor, micro-controller, orgeneral-purpose computer.

The present invention can be embodied in the form of methods andapparatuses for practicing those methods. The present invention can alsobe embodied in the form of program code embodied in tangible media, suchas floppy diskettes, CD-ROMs, hard drives, or any other machine-readablestorage medium, wherein, when the program code is loaded into andexecuted by a machine, such as a computer, the machine becomes anapparatus for practicing the invention. The present invention can alsobe embodied in the form of program code, for example, whether stored ina storage medium, loaded into and/or executed by a machine, ortransmitted over some transmission medium or carrier, such as overelectrical wiring or cabling, through fiber optics, or viaelectromagnetic radiation, wherein, when the program code is loaded intoand executed by a machine, such as a computer, the machine becomes anapparatus for practicing the invention. When implemented on ageneral-purpose processor, the program code segments combine with theprocessor to provide a unique device that operates analogously tospecific logic circuits.

The present invention can also be embodied in the form of a bitstream orother sequence of signal values electrically or optically transmittedthrough a medium, stored magnetic-field variations in a magneticrecording medium, etc., generated using a method and/or an apparatus ofthe present invention.

Unless explicitly stated otherwise, each numerical value and rangeshould be interpreted as being approximate as if the word “about” or“approximately” preceded the value of the value or range.

It will be further understood that various changes in the details,materials, and arrangements of the parts which have been described andillustrated in order to explain the nature of this invention may be madeby those skilled in the art without departing from the scope of theinvention as expressed in the following claims.

Although the steps in the following method claims, if any, are recitedin a particular sequence with corresponding labeling, unless the claimrecitations otherwise imply a particular sequence for implementing someor all of those steps, those steps are not necessarily intended to belimited to being implemented in that particular sequence.

1. A method for encoding and interleaving data, the method comprising:(a) receiving a set of L² original data values in an original sequence;(b) applying structured interleaving and two-dimensional product codingto the set of L² original data values to generate a codeword having theL² original data values, L row parity values, and L column parityvalues, wherein: the L² original data values correspond to an (L×L)original block of data; each row parity value corresponds to anapplication of a row parity operation to a different row of the originalblock; each column parity value corresponds to an application of acolumn parity operation to a different column of the original block; andthe codeword comprises the L² original data values in the originalsequence and interleaved with the L² original data values.
 2. Theinvention of claim 1, wherein the original block corresponds to theoriginal sequence of the L² original data values arranged in a diagonalpattern in the original block.
 3. The invention of claim 1, wherein thecodeword corresponds to an (L+1)×(L+1) augmented block of datacomprising: the L row parity values correspond to Row 0 of the augmentedblock; the L column parity values correspond to Column 0 of theaugmented block; and the L² original data values correspond to Rows 1-Land Columns 1-L of the augmented block.
 4. The invention of claim 3,wherein, according to the structured interleaving, locations S in thecodeword for the L²⁺2L values in the augmented block correspond to:n=mod (S, L+1)m=mod (mod (S, L+1)+floor (S, L+1)), L+1), where: S runs from 1 toL²+2L; mod (x, y) is a modulo function that returns the integerremainder from an integer division of x by y; floor (x, y) is a floorfunction that returns the integer result of the integer division of x byy; n is a row index in the augmented block for the S^(th) codewordlocation, where nε{0, . . . , L}; and m is a column index in theaugmented block for the S^(th) codeword location, where me {0, . . . ,L}.
 5. The invention of claim 3, wherein: codeword locations S for thevalues corresponding to each row n of the original block correspond to:n+m*(L+1), for m={0, . . . , L}; codeword locations S for the valuescorresponding to each column m of the original block correspond to:m+n*L for n={0, . . . , m},m+1+(n+1)*L for n={m+1, . . . , L}; codeword locations S for the rowparity values correspond to (L+1)+L*m for m={1, . . . , L}; and codewordlocations S for the column parity values correspond to (L+1)*n for n={1,. . . , L}.
 6. An apparatus for encoding and interleaving data, theapparatus adapted to: (a) receive a set of L² original data values in anoriginal sequence; (b) apply structured interleaving and two-dimensionalproduct coding to the set of L² original data values to generate acodeword having the L² original data values, L row parity values, and Lcolumn parity values, wherein: the L² original data values correspond toan (L×L) original block of data; each row parity value corresponds to anapplication of a row parity operation to a different row of the originalblock; each column parity value corresponds to an application of acolumn parity operation to a different column of the original block; andthe codeword comprises the L² original data values in the originalsequence and interleaved with the L² original data values.
 7. Theinvention of claim 6, wherein the (L×L) original block of datacorresponds to the original sequence of the L² original data valuesarranged in a diagonal pattern in the original block.
 8. The inventionof claim 6, wherein the codeword corresponds to an (L+1)×(L+1) augmentedblock of data comprising: the L row parity values correspond to Row 0 ofthe augmented block; the L column parity values correspond to Column 0of the augmented block; and the L² original data values correspond toRows 1-L and Columns 1-L of the augmented block.
 9. The invention ofclaim 8, wherein, according to the structured interleaving, locations Sin the codeword for the L²⁺2L values in the augmented block correspondto:n=mod (S, L+1)m=mod (mod (S, L+1)+floor (S, L+1)), L+1), where: S runs from 1 toL²+2L; mod (x, y) is a modulo function that returns the integerremainder from an integer division of x by y; floor (x, y) is a floorfunction that returns the integer result of the integer division of x byy; n is a row index in the augmented block for the S^(th) codewordlocation, where nε{0, . . . , L}; and m is a column index in theaugmented block for the S^(th) codeword location, where mε{0, . . . ,L}.
 10. The invention of claim 8, wherein: codeword locations S for thevalues corresponding to each row n of the original block correspond to:n+m*(L+1), for m={0, . . . , L}; codeword locations S for the valuescorresponding to each column m of the original block correspond to:m+n*L for n={0, . . . , m},m+1+(n+1)*L for n={m+1, . . . , L}; codeword locations S for the rowparity values correspond to (L+1)+L*m for m={1, . . . , L}; and codewordlocations S for the column parity values correspond to (L+1)*n for n={1,. . . , L}.
 11. The invention of claim 6, wherein the apparatuscomprises: row encoding logic adapted to map a current location in thecodeword to a row index of a corresponding (L+1)×(L+1) augmented blockof data; a row demux adapted to selectively forward, based on the rowindex, a current value of the augmented block to a corresponding rowencoder; L row encoders adapted to generate the L row parity values;column encoding logic adapted to map the current codeword location to acolumn index of the augmented block; a column demux adapted toselectively forward, based on the column index, the current value of theaugmented block to a corresponding column encoder; and L column encodersadapted to generate the L column parity values.
 12. The invention ofclaim 11, wherein: the row encoding logic is adapted to evaluate a firstclosed-form mathematical expression to calculate the row index n for thecurrent codeword location S; and the column encoding logic is adapted toevaluate a second closed-form mathematical expression to calculate thecolumn index m for the current codeword location S.
 13. The invention ofclaim 12, wherein: the first closed-form mathematical expressioncorresponds to:n=mod (S, L+1) the second closed-form mathematical expressioncorresponds to:m=mod (mod (S, L+1)+floor (S, L+1)), L+1).
 14. A bitstream comprisingone or more codewords, each codeword generated by: (a) receiving a setof L² original data values in an original sequence; (b) applyingstructured interleaving and two-dimensional product coding to the set ofL² original data values to generate the codeword having the L² originaldata values, L row parity values, and L column parity values, wherein:the L² original data values correspond to an (L×L) original block ofdata; each row parity value corresponds to an application of a rowparity operation to a different row of the original block; each columnparity value corresponds to an application of a column parity operationto a different column of the original block; and the codeword comprisesthe L² original data values in the original sequence and interleavedwith the L² original data values.
 15. A method for decoding a codewordgenerated by encoding and interleaving a set of L² original data valueshaving an original sequence, the method comprising: (a) receiving thecodeword having L² original data values, L row parity values, and Lcolumn parity values; and (b) applying low-density parity-check decodingto the codeword to generate a decoded codeword, wherein: the L² originaldata values correspond to an (L×L) original block of data; each rowparity value corresponds to an application of a row parity operation toa different row of the original block; each column parity valuecorresponds to an application of a column parity operation to adifferent column of the original block; and the codeword comprises theL² original data values in the original sequence and interleaved withthe L² original data values.
 16. The invention of claim 15, wherein theoriginal block corresponds to the original sequence of the L² originaldata values arranged in a diagonal pattern in the original block. 17.The invention of claim 15, wherein the codeword corresponds to an(L+1)×(L+1) augmented block of data comprising: the L row parity valuescorrespond to Row 0 of the augmented block; the L column parity valuescorrespond to Column 0 of the augmented block; and the L² original datavalues correspond to Rows 1-L and Columns 1-L of the augmented block.18. The invention of claim 17, wherein, according to the structuredinterleaving, locations S in the codeword for the L²⁺2L values in theaugmented block correspond to:n=mod (S, L+1)m=mod (mod (S, L+1)+floor (S, L+1)), L+1), where: S runs from 1 toL²+2L; mod (x, y) is a modulo function that returns the integerremainder from an integer division of x by y; floor (x, y) is a floorfunction that returns the integer result of the integer division of x byy; n is a row index in the augmented block for the S^(th) codewordlocation, where nε{0, . . . , L}; and m is a column index in theaugmented block for the S^(th) codeword location, where mε{0, . . . ,L}.
 19. The invention of claim 17, wherein: codeword locations S for thevalues corresponding to each row n of the original block correspond to:n+m*(L+1), for m={0, . . . , L}; codeword locations S for the valuescorresponding to each column m of the original block correspond to:m+n*L for n={0, . . . , m},m+1+(n+1)*L for n={m+1, . . . . ,L}; codeword locations S for the rowparity values correspond to (L+1)+L*m for m={1, . . . , L}; and codewordlocations S for the column parity values correspond to (L+1)*n for n={1,. . . , L}.
 20. The invention of claim 15, further comprising the stepof de-interleaving the decoded codeword by removing the parity valuesfrom the decoded codeword, wherein locations of the parity values in thedecoded codeword are based on one or more closed-form mathematicalexpressions.
 21. The invention of claim 20, wherein: the codewordlocations S for the row parity values correspond to (L+1)+L*m for m={1,. . . , L}; and the codeword locations S for the column parity valuescorrespond to (L+1)*n for n={1, . . . , L}.
 22. An apparatus fordecoding a codeword generated by encoding and interleaving a set of L²original data values having an original sequence, the apparatus adaptedto: (a) receive the codeword having L² original data values, L rowparity values, and L column parity values; and (b) apply low-densityparity-check (LDPC) decoding to the codeword to generate a decodedcodeword, wherein: the L² original data values correspond to an (L×L)original block of data; each row parity value corresponds to anapplication of a row parity operation to a different row of the originalblock; each column parity value corresponds to an application of acolumn parity operation to a different column of the original block; andthe codeword comprises the L² original data values in the originalsequence and interleaved with the L² original data values.
 23. Theinvention of claim 22, wherein the apparatus comprises an LDPC decodercomprising: row encoding logic adapted to map a current location in thecodeword to a row index of a corresponding (L+1)×(L+1) augmented blockof data; column encoding logic adapted to map the current codewordlocation to a column index of the augmented block; a first LDPC decodingstage adapted to partially decode L rows and L columns of the augmentedblock to generate a partially decoded augmented block; and a second LDPCdecoding stage adapted to further decode L rows and L columns of thepartially decoded augmented block to generate a fully decoded augmentedblock, wherein: the first LDPC decoding stage comprises L row decodersand L column decoders; the second LDPC decoding stage comprises L rowdecoders and L column decoders; the row index generated by the rowencoding logic is used to direct (1) a current value of the augmentedblock to a corresponding row decoder in the first stage and (2) acurrent value of the partially decoded augmented block to acorresponding row in the second stage; and the column index generated bythe column encoding logic is used to direct (1) a current value of theaugmented block to a corresponding column decoder in the first stage and(2) a current value of the partially decoded augmented block to acorresponding column in the second stage.
 24. The invention of claim 23,wherein: the row encoding logic evaluates a first closed-formmathematical expression to calculate the row index n for the currentcodeword location S; and the column encoding logic evaluates a secondclosed-form mathematical expression to calculate the column index m forthe current codeword location S.
 25. The invention of claim 24, wherein:the first closed-form mathematical expression corresponds to:n=mod (S, L+1) the second closed-form mathematical expressioncorresponds to:m=mod (mod (S, L+1)+floor (S, L+1)), L+1).
 26. The invention of claim22, further comprising a de-interleaver adapted to de-interleave thedecoded codeword by removing the parity values from the decodedcodeword, wherein locations of the parity values in the decoded codewordare based on one or more closed-form mathematical expressions.
 27. Theinvention of claim 26, wherein: the codeword locations S for the rowparity values correspond to (L+1)+L*m for m={1, . . . , L}; and thecodeword locations S for the column parity values correspond to (L+1)*nfor n={1, . . . , L}.